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Please use this identifier to cite or link to this item: http://repository.iitr.ac.in/handle/123456789/6965
Title: A new fault detection, classification and location scheme for transmission line
Authors: Bhalja, Bhavesh R.
Maheshwari R.P.
Published in: International Journal of Power and Energy Conversion
Abstract: Using the powerful analysing and decomposing features of wavelet transform, a new fault detection scheme is presented. Further, the same technique has been extended for fault classification and accurate fault location from the relaying point to the fault using a radial basis function neural network (RBFNN) which provides a more efficient approach for training and computation. The relaying scheme depends on the three line voltages and currents of the transmission line at each end. One of the key points of this paper is preprocessing module of the measured signals to extract the most significant features from the signals. Extracting distinctive features (frequency components) from the line currents and voltages and feeding them to a RBFNNs result in an accurate and fast transmission relaying scheme. The proposed wavelet based RBFNN scheme provides encouraging results for detecting, classifying and precisely locating fault events independent of different fault and system conditions. Copyright © 2011 Inderscience Enterprises Ltd.
Citation: International Journal of Power and Energy Conversion (2011), 2(4): 353-364
URI: https://doi.org/10.1504/IJPEC.2011.041886
http://repository.iitr.ac.in/handle/123456789/6965
Issue Date: 2011
Publisher: Inderscience Publishers
Keywords: Radial basis function neural network
RBFNN
Wavelet transform
Wavelet transform modulus maxima
WT
WTMM
ISSN: 17571154
Author Scopus IDs: 12790894600
8941720600
Author Affiliations: Bhalja, B., Department of Electrical Engineering, AD Patel Institute of Technology, Anand, Gujarat, 388121, India
Maheshwari, R.P., Department of Electrical Engineering, Indian Institute of Technology Roorkee, Roorkee-388121, Uttrakhand, India
Corresponding Author: Bhalja, B.; Department of Electrical Engineering, AD Patel Institute of TechnologyIndia; email: bhaveshbhalja@gmail.com
Appears in Collections:Journal Publications [EE]

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